graph: color large graphs by 'none' instead of 'structure' by default (4) #4742
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psybuzz
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stephanwlee
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Mar 6, 2021
tensorboard/plugins/graph/tf_graph_dashboard/tf-graph-dashboard.ts
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Thanks for attaching the table. It was insightful. |
stephanwlee
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Mar 9, 2021
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| const MAX_GRAPH_SIZE_TO_COMPUTE_TEMPLATES = { | ||
| maxNodeCount: 10000, | ||
| maxEdgeCount: 10000, | ||
| }; |
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style thing: often, consts invert the casing :P
i.e.,
const MaxGraphSizeToComputeTemplates = {
MAX_NODE_COUNT: 10000,
MAX_Edge_COUNT: 10000,
};There was a problem hiding this comment.
Done. I'll remember for next time!
psybuzz
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Mar 9, 2021
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| const MAX_GRAPH_SIZE_TO_COMPUTE_TEMPLATES = { | ||
| maxNodeCount: 10000, | ||
| maxEdgeCount: 10000, | ||
| }; |
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Done. I'll remember for next time!
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The "Color by structure" mode can be very expensive to compute,
often consistently freezing TensorBoard for minutes with some large
graphs. This introduces a new "Color by none", which does not color
groups by structure.
Opening TensorBoard's Graphs with a small graph will still default to
"structure" coloring, but when loading a large graph, it will
automatically switch to "none", requiring the user to opt-in by clicking
on the radio button.
The condition for a large graph is "10K+ nodes && 10K+ edges", but
this can be tuned. These were determined by examining several
graphs manually:
Screenshot
Diffbase: #4741
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